Nonparametric learning from Bayesian models with randomized objective functions

S. P. Lyddon, S. G. Walker, C. C. Holmes

Bayesian learning is built on an assumption that the model space contains a true reflection of the data generating mechanism. This assumption is problematic, particularly in comple…